Papers

54 papers found
Can LLM be a Personalized Judge?
Yijiang River Dong, Tiancheng Hu, Nigel Collier
2024 EMNLP
Improve LLM-as-a-Judge Ability as a General Ability
Jiachen Yu, Shaoning Sun, Xiaohui Hu et al.
2025 EMNLP
LLM Jailbreak Detection for (Almost) Free!
Guorui Chen, Yifan Xia, Xiaojun Jia et al.
2025 EMNLP
KurTail : Kurtosis-based LLM Quantization
Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski, Evangelos Eleftheriou et al.
2025 EMNLP
Can Role Vectors Affect LLM Behaviour?
Daniele Potertì, Andrea Seveso, Fabio Mercorio
2025 EMNLP
The LLM Surgeon
Tycho F. A. van der Ouderaa, Markus Nagel, Mart Van Baalen et al.
2024 ICLR
LLM-grounded Video Diffusion Models
Long Lian, Baifeng Shi, Adam Yala et al.
2024 ICLR
Moral Alignment for LLM Agents
Elizaveta Tennant, Stephen Hailes, Mirco Musolesi
2025 ICLR
Learning Dynamics of LLM Finetuning
Yi Ren, Danica J. Sutherland
2025 ICLR
Encryption-Friendly LLM Architecture
Donghwan Rho, Taeseong Kim, Minje Park et al.
2025 ICLR
Let the Code LLM Edit Itself When You Edit the Code
Zhenyu He, Jun Zhang, Shengjie Luo et al.
2025 ICLR
LEKA: LLM-Enhanced Knowledge Augmentation
Xinhao Zhang, Jinghan Zhang, Fengran Mo et al.
2025 IJCAI
Revisiting Word Embeddings in the LLM Era
Yash Mahajan, Matthew Freestone, Naman Bansal et al.
2025 IJCNLP
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
Guanrou Yang, Ziyang Ma, Fan Yu et al.
2024 INTERSPEECH
SELF-GUARD: Empower the LLM to Safeguard Itself
Zezhong Wang, Fangkai Yang, Lu Wang et al.
2024 NAACL
The ART of LLM Refinement: Ask, Refine, and Trust
Kumar Shridhar, Koustuv Sinha, Andrew Cohen et al.
2024 NAACL
My LLM might Mimic AAE - But When Should It?
Sandra Camille Sandoval, Christabel Acquaye, Kwesi Adu Cobbina et al.
2025 NAACL
LLM Safety for Children
Prasanjit Rath, Hari Shrawgi, Parag Agrawal et al.
2025 NAACL
Advancing Persian LLM Evaluation
Sara Bourbour Hosseinbeigi, Behnam Rohani, Mostafa Masoudi et al.
2025 NAACL
Personalize Your LLM: Fake it then Align it
Yijing Zhang, Dyah Adila, Changho Shin et al.
2025 NAACL
LLMs + Persona-Plug = Personalized LLMs
Jiongnan Liu, Yutao Zhu, Shuting Wang et al.
2025 ACL
StitchLLM: Serving LLMs, One Block at a Time
Bodun Hu, Shuozhe Li, Saurabh Agarwal et al.
2025 ACL
CoST of breaking the LLMs
Ananya Mukherjee, Saumitra Yadav, Manish Shrivastava
2024 EMNLP
On Pruning State-Space LLMs
Tamer Ghattas, Michael Hassid, Roy Schwartz
2025 EMNLP
LLMs on a Budget? Say HOLA
Zohaib Hasan Siddiqui, Jiechao Gao, Ebad Shabbir et al.
2025 EMNLP